AI Visibility Score
Industry benchmark analysis
Manifold is invisible to AI
AI answered 0 of 15 category questions with your brand. Your competitors are being recommended instead.
Industry Rankings
AI Platform Visibility
Performance across major platforms
Brand Authority
How the internet talks about you
GEO Score Analysis
Generative Engine Optimization metrics for AI discoverability
What AI Platforms Say About You
Sentiment analysis across platforms
The audit captures 200+ verbatim AI responses about Manifold — what AI actually says, word for word. See them in the audit
Source Citations
Where AI platforms find information about your brand
300+ citations analyzed
Which domains AI trusts in your category. Which competitor content is cited instead of yours. Which of your own pages AI references. All in the audit.
See the full citation map →7 Actions Identified
Prioritized fixes based on your score — available in the full audit
The check shows where. The audit shows why.
What is AI actually saying about Manifold? Word for word.
200+ verbatim AI responses. 300+ citations mapped. Which facts AI is getting wrong. 90-day action plan. 48h delivery.